Sketch workflow

[cavestruz]

Add sketch to workflow in the readme

[cavestruz]

suggest to do this in a separate branch, e.g. issue/2/sketched-workflow

[cavestruz]

[cavestruz]

config_parser.py .... cosmo_power_spectra.py ....def call_camb(cosmo) ....def fit_spectra(spectrum)

generate_images.py ...def generatett(spectrum): ...def generate....

reconstruction_methods.py ...def fft_calc(image): ...def.... reconstruction_method = {'fft': fft_calc}

[cavestruz]

The below should live in a example_config directory

config.ini (or yml, whatever) [cosmo] omegam : .... r : ....

[image] num_pix : 1024 restrict_image_types : ["tt", ""] # None reconstruction_method : fft

[cavestruz]

python run_cmb_sim.py configdir ..... reads in config file in configdir .... goes through steps so there are power spectra in a file (or folder) in configdir, and images in a file (or folder) in configdir

[cavestruz]

To get sims for SBI approach, or some other ML approach: --> configfile to contain a list of cosmological parameters (really just vary over r or Alens), if both, have a list of cartesian product --> once run, we get spectra for each item in the cartesian product and images for each cartesian product item

.... SBI takes in the list of params (e.g. cartesian product) in parallel with either the spectra or 2d images corresponding to each item, some are used to train, some to test and see how close the "measured" r or Alens might be.

[samueldmcdermott]

subsumed by #47 and by @humnaawan 's work here